Pith Number

pith:2TXMDTWE

pith:2026:2TXMDTWEPC7RFMMFXM4PJDBUAJ

not attested not anchored not stored refs pending

Inside the Latent Flow: Causal Deciphering of Attention Dynamics in Audio Separation Foundation Models

Haoyuan Xu, Peize He, Yuxuan Chen

arxiv:2606.10046 v1 · 2026-06-08 · cs.SD · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2TXMDTWEPC7RFMMFXM4PJDBUAJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-10T00:08:46.352065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4eec1cec478bf12b185bb38f48c340256ba57abc1ee1e6569af71d8deeb0e78

Aliases

arxiv: 2606.10046 · arxiv_version: 2606.10046v1 · doi: 10.48550/arxiv.2606.10046 · pith_short_12: 2TXMDTWEPC7R · pith_short_16: 2TXMDTWEPC7RFMMF · pith_short_8: 2TXMDTWE

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2TXMDTWEPC7RFMMFXM4PJDBUAJ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d4eec1cec478bf12b185bb38f48c340256ba57abc1ee1e6569af71d8deeb0e78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0dd66c1c5807cdd43e7779913d16ec01457fda3e127bc5c6ec73e24157aa659d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-08T18:18:28Z",
    "title_canon_sha256": "a8710e03ba152849649e9e1e35a30d2e7f200822f65c357efd6487eaf3c77f6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10046",
    "kind": "arxiv",
    "version": 1
  }
}